Senior Data Science Infrastructure Specialist

7 days ago

Bengaluru, Karnataka, India GE HealthCare Full time

**Job Description**

We are seeking a highly skilled Senior Data Science Infrastructure Specialist to join our team at GE HealthCare. As a key member of our data science team, you will be responsible for designing, implementing, and maintaining the infrastructure and workflows necessary to deploy, monitor, and maintain machine learning models at scale.

The ideal candidate will have a strong background in data science, with expertise in machine learning frameworks and libraries, cloud platforms, and containerization technologies. You will be responsible for collaborating with data scientists to optimize, package, and deploy machine learning models into production environments efficiently and reliably.

**Key Responsibilities:**

  • Collaborate with data scientists to design, implement, and maintain the infrastructure and workflows necessary to deploy, monitor, and maintain machine learning models
  • Implement and manage Continuous Integration/Continuous Deployment (CI/CD) pipelines for automated model training, testing, and deployment
  • Develop monitoring and alerting systems to track the performance of deployed models and identify anomalies or degradation in real-time
  • Ensure the security and compliance of deployed models and associated data

**Requirements:**

  • Bachelor's Degree in Computer Science or STEM Majors with a minimum of 3+ years of experience
  • Excellent programming skills in languages such as Python
  • Experience with machine learning frameworks and libraries (e.g., TensorFlow, PyTorch, scikit-learn)
  • Proficiency in cloud platforms such as AWS, Azure, and related services

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